代码大模型 / AI 编程 - arXivDaily 专题

2411.05456 2024-11-11 eess.IV cs.CV cs.LG 57%

Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing Techniques

Mohammad Imran Hossain, Muhammad Zain Amin, Daniel Tweneboah Anyimadu, Taofik Ahmed Suleiman

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2411.03966 2024-11-07 cs.CL 57%

WorryWords: Norms of Anxiety Association for over 44k English Words

Saif M. Mohammad

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Journal ref In Proceedings of EMNLP 2024, Miami, FL

2411.01966 2024-11-05 cs.CV cs.LG 57%

UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering

A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2402.02425 2024-11-05 cs.LG physics.flu-dyn 57%

DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction

Qilong Ma, Haixu Wu, Lanxiang Xing, Shangchen Miao, Mingsheng Long

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2411.00275 2024-11-04 cs.SD cs.IR cs.LG eess.AS 57%

Improving Musical Instrument Classification with Advanced Machine Learning Techniques

Joanikij Chulev

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments 43 pages, 35 figures, 14 tables

2411.00209 2024-11-04 cs.CV cs.LG eess.SP 57%

Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification

Thanh-Dung Le, Vu Nguyen Ha, Ti Ti Nguyen, Geoffrey Eappen, Prabhu Thiruvasagam, Hong-fu Chou, Duc-Dung Tran, Luis M. Garces-Socarras, Jorge L. Gonzalez-Rios, Juan Carlos Merlano-Duncan, Symeon Chatzinotas

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Under revisions

2312.17617 2024-11-01 cs.CL 57%

Large Language Models for Generative Information Extraction: A Survey

Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Yang Wang, Enhong Chen

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments The article has been accepted by Frontiers of Computer Science (FCS), with the DOI: {10.1007/s11704-024-40555-y}. You can cite the FCS version

2410.20878 2024-10-29 cs.CL 57%

AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline

Dongkyu Kim, Byoungwook Kim, Donggeon Han, Matouš Eibich

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments 20 pages

2410.19998 2024-10-29 cs.NI cs.AI 57%

Artificial Intelligence of Things: A Survey

Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang

专题命中仓库级理解：repository(abstract)；分类 cs.AI

Comments Accepted in ACM Transactions on Sensor Networks (TOSN)

Journal ref ACM Trans. Sen. Netw.(August 2024)

2109.12111 2024-10-28 cs.LG 57%

Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach

Zhaoyi Xu, Yanjie Guo, Joseph Homer Saleh

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments This work has been submitted to the IEEE for possible publication. arXiv admin note: text overlap with arXiv:2109.11579

2105.00030 2024-10-28 cs.CL cs.CY 57%

Leveraging Machine Learning to Detect Data Curation Activities

Sara Lafia, Andrea Thomer, David Bleckley, Dharma Akmon, Libby Hemphill

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments 10 pages, 4 figures. This work has been submitted to the IEEE for possible publication

2311.14759 2024-10-28 q-fin.ST cs.LG stat.ML 57%

Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data

Vincent Gurgul, Stefan Lessmann, Wolfgang Karl Härdle

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2405.14369 2024-10-24 cs.LG 57%

RoPINN: Region Optimized Physics-Informed Neural Networks

Haixu Wu, Huakun Luo, Yuezhou Ma, Jianmin Wang, Mingsheng Long

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2410.17370 2024-10-24 cs.SE 57%

On the use of Large Language Models in Model-Driven Engineering

Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Riccardo Rubei

专题命中仓库级理解：repository(abstract)；分类 cs.SE

Comments A paper submitted to the Software Systems and Modeling Journal (Springer), and it has undergone the second revision

2410.17363 2024-10-24 cs.AI 57%

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR

Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi

专题命中仓库级理解：repository(abstract)；分类 cs.AI

2410.17172 2024-10-23 cs.CV cs.AI 57%

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan

专题命中仓库级理解：repository(abstract)；分类 cs.AI

2410.15978 2024-10-23 cs.AI 57%

PROMPTHEUS: A Human-Centered Pipeline to Streamline SLRs with LLMs

João Pedro Fernandes Torres, Catherine Mulligan, Joaquim Jorge, Catarina Moreira

专题命中仓库级理解：repository(abstract)；分类 cs.AI

2402.13116 2024-10-22 cs.CL 57%

A Survey on Knowledge Distillation of Large Language Models

Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments 43 pages

2410.14727 2024-10-22 cs.LG 57%

Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations

Xiannan Huang, Chao Yang, Quan Yuan

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments accepted by TRBAM 2024

2410.11967 2024-10-17 cs.CV cs.LG 57%

Integrating Artificial Intelligence Models and Synthetic Image Data for Enhanced Asset Inspection and Defect Identification

Reddy Mandati, Vladyslav Anderson, Po-chen Chen, Ankush Agarwal, Tatjana Dokic, David Barnard, Michael Finn, Jesse Cromer, Andrew Mccauley, Clay Tutaj, Neha Dave, Bobby Besharati, Jamie Barnett, Timothy Krall

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2410.11101 2024-10-16 stat.ML cs.LG stat.AP 57%

A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals

Yuqi Su, Xiaolei Fang

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2410.07108 2024-10-10 cs.DL cs.AI cs.IR 57%

FAIR GPT: A virtual consultant for research data management in ChatGPT

Renat Shigapov, Irene Schumm

专题命中仓库级理解：repository(abstract)；分类 cs.AI

Comments 4 pages, 2 figures, 1 table

2410.05992 2024-10-10 cs.SE 57%

Linking Code and Documentation Churn: Preliminary Analysis

Ani Hovhannisyan, Youmei Fan, Gema Rodriguez-Perez, Raula Gaikovina Kula

专题命中仓库级理解：repository(abstract)；分类 cs.SE

2404.15419 2024-10-10 physics.ao-ph cs.LG 57%

Using Deep Learning to Identify Initial Error Sensitivity for Interpretable ENSO Forecasts

Kinya Toride, Matthew Newman, Andrew Hoell, Antonietta Capotondi, Jakob Schlör, Dillon J. Amaya

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2410.03935 2024-10-08 cs.LG stat.ML 57%

GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning

Edoardo Urettini, Daniele Atzeni, Reshawn J. Ramjattan, Antonio Carta

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Accepted at CIKM '24

Journal ref Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM '24), October 21--25, 2024, Boise, ID, USA

2311.00237 2024-10-04 cs.CL 57%

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis

Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments Accepted to the main conference of EMNLP 2024. Resources are available at https://github.com/zyxnlp/ICL-Interpretation-Analysis-Resources

2409.18142 2024-09-30 cs.AI cs.MM 57%

A Survey on Multimodal Benchmarks: In the Era of Large AI Models

Lin Li, Guikun Chen, Hanrong Shi, Jun Xiao, Long Chen

专题命中仓库级理解：repository(abstract)；分类 cs.AI

Comments Ongoing project

2409.17588 2024-09-27 cs.CL 57%

DualCoTs: Dual Chain-of-Thoughts Prompting for Sentiment Lexicon Expansion of Idioms

Fuqiang Niu, Minghuan Tan, Bowen Zhang, Min Yang, Ruifeng Xu

专题命中仓库级理解：repository(abstract)；分类 cs.CL

2409.13741 2024-09-24 cs.CL cs.IR 57%

Knowing When to Ask -- Bridging Large Language Models and Data

Prashanth Radhakrishnan, Jennifer Chen, Bo Xu, Prem Ramaswami, Hannah Pho, Adriana Olmos, James Manyika, R. V. Guha

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments 39 pages - 25 page paper, 14 page Appendix, 7 figures, 9 tables

2409.13163 2024-09-23 cs.LG cs.NE math.RT 57%

Hidden Activations Are Not Enough: A General Approach to Neural Network Predictions

Samuel Leblanc, Aiky Rasolomanana, Marco Armenta

专题命中仓库级理解：repository(abstract)；分类 cs.LG

1. 仓库级理解 3933 篇

Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing Techniques

WorryWords: Norms of Anxiety Association for over 44k English Words

UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering

DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction

Improving Musical Instrument Classification with Advanced Machine Learning Techniques

Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification

Large Language Models for Generative Information Extraction: A Survey

AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline

Artificial Intelligence of Things: A Survey

Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach

Leveraging Machine Learning to Detect Data Curation Activities

Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data

RoPINN: Region Optimized Physics-Informed Neural Networks

On the use of Large Language Models in Model-Driven Engineering

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements

PROMPTHEUS: A Human-Centered Pipeline to Streamline SLRs with LLMs

A Survey on Knowledge Distillation of Large Language Models

Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations

Integrating Artificial Intelligence Models and Synthetic Image Data for Enhanced Asset Inspection and Defect Identification

A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals

FAIR GPT: A virtual consultant for research data management in ChatGPT

Linking Code and Documentation Churn: Preliminary Analysis

Using Deep Learning to Identify Initial Error Sensitivity for Interpretable ENSO Forecasts

GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis

A Survey on Multimodal Benchmarks: In the Era of Large AI Models

DualCoTs: Dual Chain-of-Thoughts Prompting for Sentiment Lexicon Expansion of Idioms

Knowing When to Ask -- Bridging Large Language Models and Data

Hidden Activations Are Not Enough: A General Approach to Neural Network Predictions